Insurance fraud estimation : more evidence from the Quebec automobile insurance industry
This article follows a previous study on insurance fraud in the Quebec automobile insurance industry (Dionne and Belhadji, 1996). Results from that research showed that 3 to 6,4% of all claim payments (excluding those for "glass damage only") contained fraud, representing 28 to 61 million dollars in 1994-1995. This evaluation was a minimum since it was limited to observed fraud only. In this paper, we apply a statistical method to estimate the total fraud level in the industry for the same period. Our results show a multiplicative factor of 3,4% of fraudulent files found in Dionne and Belhadji, which means that total fraud payments ranged from 96,2 to 208,4 million dollars in 1994-1995. Our Best Guest Estimator roughly a 10% fraud rate or about 113,5 million dollars.
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- Picard, Pierre, 1994. "Auditing claims in insurance market with fraud : the credibility issue," CEPREMAP Working Papers (Couverture Orange) 9420, CEPREMAP.
- Dionne, Georges & St-Michel, Pierre, 1991.
"Workers' Compensation and Moral Hazard,"
The Review of Economics and Statistics,
MIT Press, vol. 73(2), pages 236-244, May.
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- Dionne, G. & St-Michel, P., 1988. "Workers' Compensation And Moral Hazard," Cahiers de recherche 8831, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Dionne, G. & St-Michel, P. & Vanasse, C., 1989. "Moral Hazard, Optimal Auditing And Workers' Compensation," Cahiers de recherche 8941, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Dionne, G. & St-Michel, P. & Vanasse, C., 1989. "Moral Hazard, Optimal Auditing and Workers' Compensation," Cahiers de recherche 8941, Universite de Montreal, Departement de sciences economiques.
- J. David Cummins & Sharon Tennyson, 1992. "Controlling Automobile Insurance Costs," Journal of Economic Perspectives, American Economic Association, vol. 6(2), pages 95-115, Spring. Full references (including those not matched with items on IDEAS)